Articles with "interpretable physical" as a keyword



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Parsimonious neural networks learn interpretable physical laws

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Published in 2021 at "Scientific Reports"

DOI: 10.1038/s41598-021-92278-w

Abstract: Machine learning is playing an increasing role in the physical sciences and significant progress has been made towards embedding domain knowledge into models. Less explored is its use to discover interpretable physical laws from data.… read more here.

Keywords: neural networks; interpretable physical; networks learn; physical laws ... See more keywords